Esta es una presentación que preparé para explicar LSA++ y BW on HANA para un partner de SAP. Espero que les sirva.

1. Arquitectura LSA++
Mauricio Cubillos Ocampo
Strategic Analytics Advisor
SAP – MultiCountry South (Agosto.2014)
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business
outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and possible future developments are subject to change and may be changed by SAP at any time for any reason without
notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or
omissions in this document, except if such damages were caused by SAP intentionally or grossly negligent.

2. Disclaimer
This presentation outlines our general product direction and should not be relied on in making a
purchase decision. This presentation is not subject to your license agreement or any other
agreement with SAP. SAP has no obligation to pursue any course of business outlined in this
presentation or to develop or release any functionality mentioned in this presentation. This
presentation and SAP's strategy and possible future developments are subject to change and may
be changed by SAP at any time for any reason without notice. This document is provided without a
warranty of any kind, either express or implied, including but not limited to, the implied warranties of
merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility
for errors or omissions in this document, except if such damages were caused by SAP intentionally
or grossly negligent.
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 2

3. Agenda
Qué es LSA y LSA++ ?
Ejemplo de Implementación
Recomendaciones de Diseño

4. Agenda
Qué es LSA y LSA++ ?
Ejemplo de Implementación
Recomendaciones de Diseño

5. Qué es LSA y LSA++ ?
La arquitectura LSA es un conjunto
de modelos o guías de
construcción de Enterprise
Datawarehouse (EDW), que SAP
ha adoptado para su producto
Business Warehouse (BW).
Su propósito es proveer una
solución eficaz y eficiente de
almacenamiento, consulta, acceso
y análisis de datos.
Reportabilidad
Transformaciones de Negocios
Propagación de Datos
Calidad y Armonización de
Datos
Memoria
Corp.
Adquisición de Datos
Datos Operacionales
LSA
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 5

6. Qué es LSA y LSA++ ?
Estas arquitecturas están
basadas en el concepto de
Reportabilidad
CAPAS (Layers), lo que permite
construir sobre objetos anteriores,
asegurando la integridad de la
información (Single Version of
Truth) y la eficiencia (Extract
Once, Deploy Many). Adquisición de Datos
Transformaciones de Negocios
Propagación de Datos
Calidad y Armonización de
Datos
Memoria
Corp.
Datos Operacionales
LSA
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 6

7. Qué es LSA y LSA++ ?
La arquitectura LSA aplica cuando
la plataforma de trabajo es un
sistema SAP BW (vers.<=7.3)
ejecutándose sobre cualquier Base
de Datos.
La arquitectura LSA++ aplica
cuando el sistema SAP BW es
ejecutado sobre SAP HANA.
SAP NetWeaver BW
Data Modeling
Planning
OLAP
Data Management
RDBMS
Process
Orchestration
SAP BW on HANA
Data Modeling
Planning
OLAP
Data
Management
Process
Orchestration
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 7

8. Qué es LSA y LSA++ ?
LSA++
Openness: datos BW y NO-BW.
Flexibility: Menor Data FootPrint
ARCHITECTED DATAMART
• Consolidado y parte integral del EDW
y LSA, que soporta la toma de
decisiones sobre datos corporativos.
• Administrado por IT, modelos de datos
estandarizados sobre información
corporativa
• Requerimientos de largo tiempo
respecto de estabilidad y consistencia
• Datos generalmente agregados por
tiempo
AGILE DATAMART
• Independiente del gobierno de IT y
las reglas del EDW
• Máxima flexibilidad para LOB
respecto del modelamiento y los
orígenes de datos
• Soporte a la toma de decisión
estratégica en LOB
• Datos volátiles e históricos con
modelos de datos fluidos
OPERATIONAL DATAMART
• Real time y centrado en la
oportunidad de la entrega
• Reporta sobre grandes volúmenes
de datos transaccionales granulares
• Soporte a la operación del negocio
• Alta volatilidad de datos
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 8

9. Qué es LSA y LSA++ ?
LSA++
Openness: datos BW y NO-BW.
Flexibility: Menor Data FootPrint
Replicación
ERP (Sist.Fuente)
Extractor SLT
HANA
Table
BW
Inbound
BW No-BW
Open DSO
Extracción
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 9

10. Qué es LSA y LSA++ ?
LSA++
Openness: datos BW y NO-BW.
Flexibility: Menor Data FootPrint
• Mayor rapidez en la carga de datos.
• Menor espacio en Memoria.
• Mayor Simplicidad en el modelo de datos.
• Mayor Flexibilidad en el Modelo de datos.
• Menor Esfuerzo de administración.
• Mayor funcionalidad para los usuarios.
• Reporting Real-Time.
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 10

11. Agenda
Qué es LSA y LSA++ ?
Ejemplo de Implementación
Recomendaciones de Diseño

12. Ejemplo de Implementación LSA (1/4)
LSA y LSA++ son guías y
sugerencias, por lo que
cada proyecto debe elegir
cuántas capas utilizará y de
qué forma.
Corporate
Memory
Reporting
Architected DataMarts
Enterprise DataWarehouse
Data Adquisition Layer
* Alcance: Architected DataMarts
* Arquitectura LSA propuesta para un importante cliente en Colombia
CAPAS (Layers)
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 12

13. Ejemplo de Implementación LSA (2/4)
LSA y LSA++ son guías y
sugerencias, por lo que
cada proyecto debe elegir
cuántas capas utilizará y de
qué forma.
* Arquitectura LSA propuesta para un importante cliente en Colombia
Repositorios
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 13

14. Ejemplo de Implementación LSA (3/4)
LSA y LSA++ son guías y
sugerencias, por lo que
cada proyecto debe elegir
cuántas capas utilizará y de
qué forma.
* Arquitectura LSA propuesta para un importante cliente en Colombia
Áreas
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 14

15. Ejemplo de Implementación LSA (4/4)
LSA y LSA++ son guías y
sugerencias, por lo que
cada proyecto debe elegir
cuántas capas utilizará y de
qué forma.
* Arquitectura LSA propuesta para un importante cliente en Colombia
Cadenas
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 15

16. Ejemplo de Implementación LSA++
* Arquitectura LSA propuesta para un importante cliente en Colombia
Flujo de Datos
Optimizado/Simplificado
• Sólo ODS’s, No Agregados, No
RollUp, No Change Run, Menos
Espacio (no duplicidad)
• Corporate Memory “en serie”
• Corporate Memory en NLS
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 16

17. Agenda
Qué es LSA y LSA++ ?
Ejemplo de Implementación
Recomendaciones de Diseño

18. Recomendaciones de Diseño (LSA++ 1/4)
El flujo de datos en BW utiliza dos
componente básicos: el ODS y el
InfoCubo.
Generalmente se utiliza el ODS para
almacenar datos de alta granularidad, y el
cubo para datos agregados y
enriquecidos.
LSA++ busca:
o Reducir el número de repositorios
persistentes.
o Optimizar el diseño e implementación
de repositorios persistentes.
o Reducir el impacto en repositorios
persistentes.
…
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 18

19. Recomendaciones de Diseño (LSA++ 2/4)
Es posible virtualizar la capa de
Architected DataMart (Reporting),
cuando se cumple la condición de
que la relación de datos entre esta
capa y la anterior es 1:1
Fuente: Jurgen Haupt, CSA SAP
LSA ++ for SAP Netweaver BW on SAP HANA
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 19

20. Recomendaciones de Diseño (LSA++ 3/4)
La capa de transformación de
negocios puede ser eliminada,
si se cumple la relación 1:1 con
la capa de propagación.
Fuente: Jurgen Haupt, CSA SAP
LSA ++ for SAP Netweaver BW on SAP HANA
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 20

21. Recomendaciones de Diseño (LSA++ 4/4)
La capa de Architected Data Mart
(Reporting) puede ser No-
Persistente (Virtual) o Persistente.
Fuente: Jurgen Haupt, CSA SAP
LSA ++ for SAP Netweaver BW on SAP HANA
This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 21

22. Gracias
Mauricio Cubillos Ocampo
Strategic Analytics Advisor
mauricio.cubillos@sap.com
© 2013 SAP AG or an SAP affiliate company. All rights reserved.

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This presentation outlines our general product direction and should not be relied on in making a purchase decision. This presentation is not subject to your license agreement or any other agreement with SAP. SAP has no obligation to pursue any course of business outlined in this presentation or to develop or release any functionality mentioned in this presentation. This presentation and SAP's strategy and
possible future developments are subject to change and may be changed by SAP at any time for any reason without notice. This document is provided without a warranty of any kind, either express or implied, including but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. SAP assumes no responsibility for errors or omissions in this document,
except if such damages were caused by SAP intentionally or grossly negligent.
© 2013 SAP AG or an SAP affiliate company. All rights reserved. 23